Convolutional neural networks for classification of Alzheimer's disease: Overview and reproducible evaluation
Wen, Junhao, Thibeau-Sutre, Elina, Diaz-Melo, Mauricio, Samper-González, Jorge, Routier, Alexandre, Bottani, Simona, Dormont, Didier, Durrleman, Stanley, Burgos, Ninon, Colliot, Olivier
Published in Medical image analysis (01.07.2020)
Published in Medical image analysis (01.07.2020)
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Journal Article
Reproducible evaluation of classification methods in Alzheimer's disease: Framework and application to MRI and PET data
Samper-González, Jorge, Burgos, Ninon, Bottani, Simona, Fontanella, Sabrina, Lu, Pascal, Marcoux, Arnaud, Routier, Alexandre, Guillon, Jérémy, Bacci, Michael, Wen, Junhao, Bertrand, Anne, Bertin, Hugo, Habert, Marie-Odile, Durrleman, Stanley, Evgeniou, Theodoros, Colliot, Olivier
Published in NeuroImage (Orlando, Fla.) (01.12.2018)
Published in NeuroImage (Orlando, Fla.) (01.12.2018)
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Journal Article
Clinica: An Open-Source Software Platform for Reproducible Clinical Neuroscience Studies
Routier, Alexandre, Burgos, Ninon, Díaz, Mauricio, Bacci, Michael, Bottani, Simona, El-Rifai, Omar, Fontanella, Sabrina, Gori, Pietro, Guillon, Jérémy, Guyot, Alexis, Hassanaly, Ravi, Jacquemont, Thomas, Lu, Pascal, Marcoux, Arnaud, Moreau, Tristan, Samper-González, Jorge, Teichmann, Marc, Thibeau-Sutre, Elina, Vaillant, Ghislain, Wen, Junhao, Wild, Adam, Habert, Marie-Odile, Durrleman, Stanley, Colliot, Olivier
Published in Frontiers in neuroinformatics (13.08.2021)
Published in Frontiers in neuroinformatics (13.08.2021)
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Journal Article
AD Course Map charts Alzheimer's disease progression
Koval, Igor, Bône, Alexandre, Louis, Maxime, Lartigue, Thomas, Bottani, Simona, Marcoux, Arnaud, Samper-González, Jorge, Burgos, Ninon, Charlier, Benjamin, Bertrand, Anne, Epelbaum, Stéphane, Colliot, Olivier, Allassonnière, Stéphanie, Durrleman, Stanley
Published in Scientific reports (13.04.2021)
Published in Scientific reports (13.04.2021)
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Journal Article
An Automated Pipeline for the Analysis of PET Data on the Cortical Surface
Marcoux, Arnaud, Burgos, Ninon, Bertrand, Anne, Teichmann, Marc, Routier, Alexandre, Wen, Junhao, Samper-González, Jorge, Bottani, Simona, Durrleman, Stanley, Habert, Marie-Odile, Colliot, Olivier
Published in Frontiers in neuroinformatics (10.12.2018)
Published in Frontiers in neuroinformatics (10.12.2018)
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Journal Article
Radiological classification of dementia from anatomical MRI assisted by machine learning-derived maps
Chagué, Pierre, Marro, Béatrice, Fadili, Sarah, Houot, Marion, Morin, Alexandre, Samper-González, Jorge, Beunon, Paul, Arrivé, Lionel, Dormont, Didier, Dubois, Bruno, Teichmann, Marc, Epelbaum, Stéphane, Colliot, Olivier
Published in Journal of neuroradiology (01.11.2021)
Published in Journal of neuroradiology (01.11.2021)
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Journal Article
Accuracy of MRI Classification Algorithms in a Tertiary Memory Center Clinical Routine Cohort
Morin, Alexandre, Samper-Gonzalez, Jorge, Bertrand, Anne, Ströer, Sébastian, Dormont, Didier, Mendes, Aline, Coupé, Pierrick, Ahdidan, Jamila, Lévy, Marcel, Samri, Dalila, Hampel, Harald, Dubois, Bruno, Teichmann, Marc, Epelbaum, Stéphane, Colliot, Olivier
Published in Journal of Alzheimer's disease (01.01.2020)
Published in Journal of Alzheimer's disease (01.01.2020)
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Journal Article
Reproducible Evaluation of Diffusion MRI Features for Automatic Classification of Patients with Alzheimer’s Disease
Wen, Junhao, Samper-González, Jorge, Bottani, Simona, Routier, Alexandre, Burgos, Ninon, Jacquemont, Thomas, Fontanella, Sabrina, Durrleman, Stanley, Epelbaum, Stéphane, Bertrand, Anne, Colliot, Olivier
Published in Neuroinformatics (Totowa, N.J.) (2021)
Published in Neuroinformatics (Totowa, N.J.) (2021)
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Journal Article
Anomaly detection for the individual analysis of brain PET images
Burgos, Ninon, Cardoso, M. Jorge, Samper-González, Jorge, Habert, Marie-Odile, Durrleman, Stanley, Ourselin, Sébastien, Colliot, Olivier, Disease Neuroimaging Initiative, for the Alzheimer’s, Degeneration Neuroimaging Initiative, the Frontotemporal Lobar
Published in Journal of medical imaging (Bellingham, Wash.) (01.03.2021)
Published in Journal of medical imaging (Bellingham, Wash.) (01.03.2021)
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Journal Article
Yet Another ADNI Machine Learning Paper? Paving the Way Towards Fully-Reproducible Research on Classification of Alzheimer’s Disease
Samper-González, Jorge, Burgos, Ninon, Fontanella, Sabrina, Bertin, Hugo, Habert, Marie-Odile, Durrleman, Stanley, Evgeniou, Theodoros, Colliot, Olivier
Published in Machine Learning in Medical Imaging (07.09.2017)
Published in Machine Learning in Medical Imaging (07.09.2017)
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Book Chapter
Association of APOE -Independent Alzheimer Disease Polygenic Risk Score With Brain Amyloid Deposition in Asymptomatic Older Adults
Xicota, Laura, Gyorgy, Beata, Grenier-Boley, Benjamin, Lecoeur, Alexandre, Fontaine, Gaëlle, Danjou, Fabrice, Gonzalez, Jorge Samper, Colliot, Olivier, Amouyel, Philippe, Martin, Garance, Levy, Marcel, Villain, Nicolas, Habert, Marie-Odile, Dubois, Bruno, Lambert, Jean-Charles, Potier, Marie-Claude
Published in Neurology (02.08.2022)
Published in Neurology (02.08.2022)
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Journal Article
Individual Analysis of Molecular Brain Imaging Data Through Automatic Identification of Abnormality Patterns
Burgos, Ninon, Samper-González, Jorge, Bertrand, Anne, Habert, Marie-Odile, Ourselin, Sébastien, Durrleman, Stanley, Cardoso, M. Jorge , Colliot, Olivier
Published in Molecular Imaging, Reconstruction and Analysis of Moving Body Organs, and Stroke Imaging and Treatment
Published in Molecular Imaging, Reconstruction and Analysis of Moving Body Organs, and Stroke Imaging and Treatment
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Book Chapter
Four‐year cognitive decline in mild cognitive impairment patients with distinct baseline neuroanatomical atrophy profiles: A MEMENTO and QyScore® study
Gordon, Elizabeth, Cavedo, Enrica, Santos, Clarisse Longo dos, Samper‐González, Jorge, Schwarz, Adam J.
Published in Alzheimer's & dementia (01.06.2023)
Published in Alzheimer's & dementia (01.06.2023)
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Journal Article
Prevalence and clinical associations of atrophy subtypes using clinical routine image analysis software in MCI patients from a memory clinic population
Schwarz, Adam J., Cavedo, Enrica, Gordon, Elizabeth, Samper‐González, Jorge, dos Santos, Clarisse Longo
Published in Alzheimer's & dementia (01.12.2022)
Published in Alzheimer's & dementia (01.12.2022)
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Journal Article
Four‐year cognitive decline in mild cognitive impairment patients with distinct baseline neuroanatomical atrophy profiles: A MEMENTO and QyScore® study
Gordon, Elizabeth, Cavedo, Enrica, dos Santos, Clarisse Longo, Samper‐González, Jorge, Schwarz, Adam J.
Published in Alzheimer's & dementia (01.12.2022)
Published in Alzheimer's & dementia (01.12.2022)
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Journal Article
QyScore® MRI markers' diagnostic accuracy in the clinical spectrum of Alzheimer's disease
Cavedo, Enrica, Tran, Philippe, Thoprakarn, Urielle, Martini, Jean‐Baptiste, Samper‐Gonzàlez, Jorge, Movschin, Antoine, Longo dos Santos, Clarisse
Published in Alzheimer's & dementia (01.12.2021)
Published in Alzheimer's & dementia (01.12.2021)
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Journal Article
USING DIFFUSION MRI FOR CLASSIFICATION AND PREDICTION OF ALZHEIMER’S DISEASE: A REPRODUCIBLE STUDY
Wen, Junhao, Samper-González, Jorge, Bottani, Simona, Routier, Alexandre, Burgos, Ninon, Jacquemont, Thomas, Fontanella, Sabrina, Durrleman, Stanley, Bertrand, Anne, Colliot, Olivier
Published in Alzheimer's & dementia (01.07.2018)
Published in Alzheimer's & dementia (01.07.2018)
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Journal Article